Why are the aggregate_mean and aggregate_std set at 522 and 814 respectively ?

MingjunZhong / seq2point-nilm

Sequence-to-point learning for non-intrusive load monitoring

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Why are the aggregate_mean and aggregate_std set at 522 and 814 respectively ? #2

Open Hessen525 opened 3 years ago

Hessen525 commented 3 years ago

Hi, @MingjunZhong Why are the aggregate_mean and aggregate_std set at 522 and 814 respectively ? This question makes me confusion all the time. Besides, how do you get these values?

Thanks, appreciate!

MingjunZhong commented 3 years ago

@Hessen525 They were calculated from some training data when we started working on NN. As these values are used for normalization, I am not sure how much they would impact the performance of the models.